Class: Google::Apis::LanguageV2::XpsTablesTrainingOperationMetadata

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/language_v2/classes.rb,
lib/google/apis/language_v2/representations.rb,
lib/google/apis/language_v2/representations.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ XpsTablesTrainingOperationMetadata

Returns a new instance of XpsTablesTrainingOperationMetadata.



3994
3995
3996
 
# File 'lib/google/apis/language_v2/classes.rb', line 3994

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#create_model_stage ⇒ String

Current stage of creating model. Corresponds to the JSON property createModelStage

Returns:

  • (String) 


3962
3963
3964
 
# File 'lib/google/apis/language_v2/classes.rb', line 3962

def create_model_stage
  @create_model_stage
end

#optimization_objective ⇒ String

The optimization objective for model. Corresponds to the JSON property optimizationObjective

Returns:

  • (String) 


3967
3968
3969
 
# File 'lib/google/apis/language_v2/classes.rb', line 3967

def optimization_objective
  @optimization_objective
end

#top_trials ⇒ Array<Google::Apis::LanguageV2::XpsTuningTrial>

This field is for training. When the operation is terminated successfully, AutoML Backend post this field to operation metadata in spanner. If the metadata has no trials returned, the training operation is supposed to be a failure. Corresponds to the JSON property topTrials

Returns:



3975
3976
3977
 
# File 'lib/google/apis/language_v2/classes.rb', line 3975

def top_trials
  @top_trials
end

#train_budget_milli_node_hours ⇒ Fixnum

Creating model budget. Corresponds to the JSON property trainBudgetMilliNodeHours

Returns:

  • (Fixnum) 


3980
3981
3982
 
# File 'lib/google/apis/language_v2/classes.rb', line 3980

def train_budget_milli_node_hours
  @train_budget_milli_node_hours
end

#training_objective_points ⇒ Array<Google::Apis::LanguageV2::XpsTrainingObjectivePoint>

This field records the training objective value with respect to time, giving insight into how the model architecture search is performing as training time elapses. Corresponds to the JSON property trainingObjectivePoints

Returns:



3987
3988
3989
 
# File 'lib/google/apis/language_v2/classes.rb', line 3987

def training_objective_points
  @training_objective_points
end

#training_start_time ⇒ String

Timestamp when training process starts. Corresponds to the JSON property trainingStartTime

Returns:

  • (String) 


3992
3993
3994
 
# File 'lib/google/apis/language_v2/classes.rb', line 3992

def training_start_time
  @training_start_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



3999
4000
4001
4002
4003
4004
4005
4006
 
# File 'lib/google/apis/language_v2/classes.rb', line 3999

def update!(**args)
  @create_model_stage = args[:create_model_stage] if args.key?(:create_model_stage)
  @optimization_objective = args[:optimization_objective] if args.key?(:optimization_objective)
  @top_trials = args[:top_trials] if args.key?(:top_trials)
  @train_budget_milli_node_hours = args[:train_budget_milli_node_hours] if args.key?(:train_budget_milli_node_hours)
  @training_objective_points = args[:training_objective_points] if args.key?(:training_objective_points)
  @training_start_time = args[:training_start_time] if args.key?(:training_start_time)
end